{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "import os\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "import torch\n",
    "import torchsde\n",
    "from torchdyn.core import NeuralODE\n",
    "from torchvision import datasets, transforms\n",
    "from torchvision.transforms import ToPILImage\n",
    "from torchvision.utils import make_grid\n",
    "from tqdm import tqdm\n",
    "\n",
    "from torchcfm.conditional_flow_matching import *\n",
    "from torchcfm.models.unet import UNetModel\n",
    "\n",
    "savedir = \"models/mnist\"\n",
    "os.makedirs(savedir, exist_ok=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "use_cuda = torch.cuda.is_available()\n",
    "device = torch.device(\"cuda\" if use_cuda else \"cpu\")\n",
    "batch_size = 128\n",
    "n_epochs = 3\n",
    "\n",
    "trainset = datasets.MNIST(\n",
    "    \"../data\",\n",
    "    train=True,\n",
    "    download=True,\n",
    "    transform=transforms.Compose([transforms.ToTensor(), transforms.Normalize((0.5,), (0.5,))]),\n",
    ")\n",
    "\n",
    "train_loader = torch.utils.data.DataLoader(\n",
    "    trainset, batch_size=batch_size, shuffle=True, drop_last=True\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#################################\n",
    "#            OT-CFM\n",
    "#################################\n",
    "\n",
    "sigma = 0.0\n",
    "model = UNetModel(dim=(1, 28, 28), num_channels=32, num_res_blocks=1).to(device)\n",
    "optimizer = torch.optim.Adam(model.parameters())\n",
    "# FM = ConditionalFlowMatcher(sigma=sigma)\n",
    "FM = ExactOptimalTransportConditionalFlowMatcher(sigma=sigma)\n",
    "node = NeuralODE(model, solver=\"dopri5\", sensitivity=\"adjoint\", atol=1e-4, rtol=1e-4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "468it [00:44, 10.56it/s]\n",
      "468it [00:43, 10.77it/s]\n",
      "468it [00:43, 10.72it/s]\n"
     ]
    }
   ],
   "source": [
    "for epoch in range(n_epochs):\n",
    "    for i, data in tqdm(enumerate(train_loader)):\n",
    "        optimizer.zero_grad()\n",
    "        x1 = data[0].to(device)\n",
    "        x0 = torch.randn_like(x1)\n",
    "        t, xt, ut = FM.sample_location_and_conditional_flow(x0, x1)\n",
    "        vt = model(t, xt)\n",
    "        loss = torch.mean((vt - ut) ** 2)\n",
    "        loss.backward()\n",
    "        optimizer.step()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f82e4bbd8a0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "with torch.no_grad():\n",
    "    traj = node.trajectory(\n",
    "        torch.randn(100, 1, 28, 28, device=device),\n",
    "        t_span=torch.linspace(0, 1, 2, device=device),\n",
    "    )\n",
    "grid = make_grid(\n",
    "    traj[-1, :100].view([-1, 1, 28, 28]).clip(-1, 1), value_range=(-1, 1), padding=0, nrow=10\n",
    ")\n",
    "img = ToPILImage()(grid)\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#################################\n",
    "#            SF2M\n",
    "#################################\n",
    "batch_size = 128\n",
    "n_epochs = 10\n",
    "sigma = 0.1\n",
    "\n",
    "# We note that with a little bit of effort these two networks can be combined to a single network with two prediction heads\n",
    "# We leave it this way for simplicity in the notebook, but encourage you to consider supplying the `learn_sigma=True` parameter\n",
    "# to the UNetModel, which outputs a shape (batch, 2, 28, 28), and can be used to increase efficiency.\n",
    "model = UNetModel(dim=(1, 28, 28), num_channels=32, num_res_blocks=1).to(device)\n",
    "score_model = UNetModel(dim=(1, 28, 28), num_channels=32, num_res_blocks=1).to(device)\n",
    "\n",
    "optimizer = torch.optim.Adam(list(model.parameters()) + list(score_model.parameters()))\n",
    "FM = SchrodingerBridgeConditionalFlowMatcher(sigma=sigma)\n",
    "node = NeuralODE(model, solver=\"dopri5\", sensitivity=\"adjoint\", atol=1e-4, rtol=1e-4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "468it [01:26,  5.44it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.42it/s]\n",
      "468it [01:26,  5.40it/s]\n"
     ]
    }
   ],
   "source": [
    "for epoch in range(n_epochs):\n",
    "    for i, data in tqdm(enumerate(train_loader)):\n",
    "        optimizer.zero_grad()\n",
    "        x1 = data[0].to(device)\n",
    "        x0 = torch.randn_like(x1)\n",
    "        t, xt, ut, eps = FM.sample_location_and_conditional_flow(x0, x1, return_noise=True)\n",
    "        lambda_t = FM.compute_lambda(t)\n",
    "        vt = model(t, xt)\n",
    "        st = score_model(t, xt)\n",
    "        flow_loss = torch.mean((vt - ut) ** 2)\n",
    "        score_loss = torch.mean((lambda_t[:, None, None, None] * st + eps) ** 2)\n",
    "        loss = flow_loss + score_loss\n",
    "        loss.backward()\n",
    "        optimizer.step()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/campus/kilian.fatras@MAIL.MCGILL.CA/anaconda3/envs/torchcfm2/lib/python3.10/site-packages/torchdyn/numerics/odeint.py:83: UserWarning: Setting tolerances has no effect on fixed-step methods\n",
      "  warn(\"Setting tolerances has no effect on fixed-step methods\")\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f82ecff4d60>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "node = NeuralODE(model, solver=\"euler\", sensitivity=\"adjoint\", atol=1e-4, rtol=1e-4)\n",
    "# Evaluate the ODE\n",
    "with torch.no_grad():\n",
    "    traj = node.trajectory(\n",
    "        torch.randn(100, 1, 28, 28, device=device),\n",
    "        t_span=torch.linspace(0, 1, 1000, device=device),\n",
    "    )\n",
    "grid = make_grid(\n",
    "    traj[-1, :100].view([-1, 1, 28, 28]).clip(-1, 1), value_range=(-1, 1), padding=0, nrow=10\n",
    ")\n",
    "img = ToPILImage()(grid)\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "# follows example from https://github.com/google-research/torchsde/blob/master/examples/cont_ddpm.py\n",
    "\n",
    "\n",
    "class SDE(torch.nn.Module):\n",
    "    noise_type = \"diagonal\"\n",
    "    sde_type = \"ito\"\n",
    "\n",
    "    def __init__(self, ode_drift, score, reverse=False, sigma=0.1):\n",
    "        super().__init__()\n",
    "        self.drift = ode_drift\n",
    "        self.score = score\n",
    "        self.reverse = reverse\n",
    "        self.sigma = sigma\n",
    "\n",
    "    # Drift\n",
    "    def f(self, t, y):\n",
    "        y = y.view(-1, 1, 28, 28)\n",
    "        if self.reverse:\n",
    "            t = 1 - t\n",
    "            return -self.drift(t, y) + self.score(t, y)\n",
    "        return self.drift(t, y).flatten(start_dim=1) + self.score(t, y).flatten(start_dim=1)\n",
    "\n",
    "    # Diffusion\n",
    "    def g(self, t, y):\n",
    "        return torch.ones_like(y) * self.sigma"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "sde = SDE(model, score_model, sigma=0.1)\n",
    "with torch.no_grad():\n",
    "    sde_traj = torchsde.sdeint(\n",
    "        sde,\n",
    "        # x0.view(x0.size(0), -1),\n",
    "        torch.randn(50, 1 * 28 * 28, device=device),\n",
    "        ts=torch.linspace(0, 1, 2, device=device),\n",
    "        dt=0.01,\n",
    "    )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7f841827f940>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "grid = make_grid(\n",
    "    sde_traj[-1, :100].view([-1, 1, 28, 28]).clip(-1, 1), value_range=(-1, 1), padding=0, nrow=10\n",
    ")\n",
    "img = ToPILImage()(grid)\n",
    "plt.imshow(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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